"privacy-utility trade-offs" Papers

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A New Federated Learning Framework Against Gradient Inversion Attacks

Pengxin Guo, Shuang Zeng, Wenhao Chen et al.

AAAI 2025paperarXiv:2412.07187
8
citations

A Private Approximation of the 2nd-Moment Matrix of Any Subsamplable Input

Bar Mahpud, Or Sheffet

NEURIPS 2025arXiv:2505.14251

Convex Approximation of Two-Layer ReLU Networks for Hidden State Differential Privacy

Rob Romijnders, Antti Koskela

NEURIPS 2025arXiv:2407.04884
2
citations

Differentially Private Prototypes for Imbalanced Transfer Learning

Dariush Wahdany, Matthew Jagielski, Adam Dziedzic et al.

AAAI 2025paperarXiv:2406.08039
2
citations